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Have you ever dreamt of understanding how an autonomous car works?
In this course you will learn how to program all the major systems of a robotic car. This class will teach you basic methods in Artificial Intelligence, including: probabilistic inference, planning and search, localization, tracking and control, all with a focus on robotics. At the end of the course, you will leverage what you learned by solving the problem of a runaway robot.
Assessment
This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer needs to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
Certification
Edukite courses are free to study. To successfully complete a course you must submit all the assignment of the course as part of the assessment. Upon successful completion of a course, you can choose to make your achievement formal by obtaining your Certificate at a cost of £49.
Having an Official Edukite Certification is a great way to celebrate and share your success. You can:
- Add the certificate to your CV or resume and brighten up your career
- Show it to prove your success
Course Credit: Stanford University
Course Curriculum
| Localization Overview | |||
| Introduction | 00:04:00 | ||
| Nanodegree Program | 00:01:00 | ||
| Localization | 00:02:00 | ||
| Total Probability | 00:05:00 | ||
| Uniform Probability Quiz | 00:01:00 | ||
| Uniform Distribution | 00:01:00 | ||
| Generalized Uniform Distribution | 00:01:00 | ||
| Probability After Sense | 00:02:00 | ||
| Compute Sum | 00:01:00 | ||
| Normalize Distribution | 00:01:00 | ||
| pHit and pMiss | 00:00:00 | ||
| Sum of Probabilities | 00:01:00 | ||
| Sense Function | 00:01:00 | ||
| Normalized Sense Function | 00:01:00 | ||
| Test Sense Function | 00:01:00 | ||
| Multiple Measurements | 00:01:00 | ||
| Exact Motion | 00:01:00 | ||
| Move Function | 00:01:00 | ||
| Inexact Motion 1 | 00:02:00 | ||
| Inexact Motion 2 | 00:01:00 | ||
| Inexact Motion 3 | 00:01:00 | ||
| Inexact Move Function | 00:01:00 | ||
| Limit Distribution Quiz | 00:01:00 | ||
| Move Twice | 00:01:00 | ||
| Move 1000 | 00:01:00 | ||
| Sense and Move | 00:02:00 | ||
| Sense and Move 2 | 00:01:00 | ||
| Localization Summary | 00:01:00 | ||
| Formal Definition of Probability 1 | 00:01:00 | ||
| Formal Definition of Probability 2 | 00:01:00 | ||
| Formal Definition of Probability 3 | 00:01:00 | ||
| Bayes’ Rule | 00:03:00 | ||
| Cancer Test | 00:01:00 | ||
| Theorem of Total Probability | 00:02:00 | ||
| Coin Flip Quiz | 00:01:00 | ||
| Two Coin Quiz | 00:01:00 | ||
| Assessment | |||
| Submit Your Assignment | 00:00:00 | ||
| Certification | 00:00:00 | ||
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